AutomaticaLabsView sample

Product CSV cleanup.
$49.

We format and map one product CSV to your agreed template, without changing product facts.

Up to 1,000 data rows and 80 columns.

See the sample

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What’s included

Cleaned CSV

Existing columns mapped and formatted to your agreed rules.

Change log

Each changed cell, with its before and after value and applied rule.

Exceptions report

Unclear values and out-of-scope items flagged for review.

Before and after

Two columns from a public Shopify sample, with formatting issues deliberately added.

Before

 SKU ; Price 
TheBandTShirt-SG;$19.99
TheBandTShirt-SA;$19.99
TheBandTShirt-SR;$19.99

After

SKU,Price
TheBandTShirt-SG,19.99
TheBandTShirt-SA,19.99
TheBandTShirt-SR,19.99

Header spaces trimmed. Delimiter changed. Dollar signs removed from approved Price values. SKUs and product facts unchanged.

Full sample: 16 rows × 61 columns. Not customer work. No store import was tested. Sample notes and source · Original example

Scope and terms

The proposed $49 trial covers one non-sensitive product CSV, one agreed output template, the three deliverables above, and one correction round for work that does not match the agreed rules.

Formatting and existing-column mapping only. No store imports, store credentials, scraping, or invented product facts. IDs, leading zeros, variant relationships, and row structure are preserved; uncertain values are flagged rather than guessed.

Before a live order, we would accept the actual file, agree the exact rules and total payable, and confirm capacity and delivery time before requesting payment. You must review the result and test any import yourself; platform compatibility is not guaranteed.

This page accepts no orders, submissions, files, or payments. Do not send customer data, credentials, or personal, confidential, regulated, or sensitive information.